Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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Granite Speech 4.1 2BN Transcribes 1 Hour of Audio in 2 Seconds on H100 — How NLE Makes It Possible
IBM's non-autoregressive model hits a real-time factor of 1820. Here's how the NLE technique achieves that without sacrificing accuracy.
Granite Speech 4.1 vs. Whisper X: Which ASR Model Has Better Word-Level Timestamps?
IBM claims Granite Speech 4.1 Plus beats customized Whisper X on word-level timestamps. Here's what the data actually shows.
Hermes Agent vs. OpenClaw: Why One Builder Switched and What He Gained
One working AI builder retired OpenClaw for Hermes Agent. Here's the side-by-side on setup, crons, and daily workflow — and whether it's worth switching.
How to Use Hourly Automations to Auto-Process Your Knowledge Base
Set up hourly automations in Claude Code to process new web clips, extract entities, and build a self-updating wiki from your saved content.
How to Build an AI Second Brain with a Built-In CRM and Journal
Learn how to build a second brain using Obsidian and Claude Code with a wiki, CRM, and journaling system that responds from your saved knowledge.
How to Use Claude for PowerPoint: Generate Editable Slides from PDFs and URLs
Claude's official PowerPoint add-in generates fully editable native slides from PDFs, Excel files, and website URLs. Here's how to set it up and use it.
IBM Granite Speech 4.1: 3 Models, One Leaderboard Crown, and a 2-Second Hour of Audio
IBM's new ASR suite has three models for three use cases. The fastest transcribes an hour of audio in 2 seconds. Here's what each one does.
IBM Granite Speech 4.1: Three ASR Models and When to Use Each
IBM Granite Speech 4.1 offers three ASR variants for accuracy, speaker diarization, and throughput. Compare them to find the right fit for your workflow.
LTX 2.3 Video-to-Video: Modes, Strengths, and Real-World Results
Explore LTX 2.3 video-to-video controls including pose, depth, and edge modes. See real results, limitations, and tips for stylization transfers.
How to Build a Multi-Client AI Agent Architecture with Shared Skills
Manage multiple clients in one Claude Code project using context inheritance, per-client brand folders, and shared skill libraries that stay in sync.
Natural Language Harnesses vs Code Harnesses: Which Performs Better for AI Agents?
Tsinghua research shows rewriting agent control logic in natural language boosted performance from 30% to 47% and cut runtime from 361 to 41 minutes.
What Is Non-Auto-Regressive ASR? IBM Granite Speech 4.1 Explained
IBM Granite Speech 4.1's non-auto-regressive model transcribes an hour of audio in 2 seconds. Learn how NLE architecture achieves this speed.
Build a 3-Pillar AI Second Brain in Obsidian: Wiki, CRM, and Journal That Talk to Each Other
Wiki, CRM, and journal — three Obsidian folders wired together so your AI grounds every answer in your actual saved knowledge.
How to Automate Your Obsidian Second Brain with Codeex: Hourly Processing, No Manual Triggers
Set Codeex to run hourly and it will process new clips, update your wiki, and push a GitHub backup — all without touching a button.
Obsidian Web Clipper vs. Granola for Second Brain Ingestion: Which Input Layer Should You Build On?
Web Clipper handles articles and YouTube. Granola handles meetings. Here's how to choose your ingestion layer — or combine both.
OpenAI vs Anthropic on Compute Strategy: Two Opposite Bets and What Happened
OpenAI went all-in on GPU acquisition while Anthropic stayed conservative. See how those diverging strategies played out and what it means for AI builders.
OpenBrain Memory Provenance for OpenClaw: 4 Labels That Make Agent Recall Trustworthy
OpenBrain's memory provenance system tags every recalled fact as observed, inferred, confirmed, or imported. Here's why that changes agent reliability.
OpenClaw April 2026: 6 Model Providers You Can Now Swap at Runtime Without Rebuilding
OpenClaw's new provider manifest lets you swap GPT-5.5, Claude, Gemini, DeepSeek, Ollama, or Gemma 4 at runtime — no workflow rebuild needed.
How to Build a Durable Incident Response Workflow in OpenClaw in Under an Hour
OpenClaw task flows handle state, revision tracking, and multi-model routing. Here's how to wire up a full incident response loop fast.
OpenClaw's Creator Joined OpenAI — Then OpenAI Made OpenClaw Free. What's the Play?
Peter Steinberger built OpenClaw, then joined OpenAI. Days later, OpenAI made OpenClaw free for all paid users. Here's what that signals.
SAP vs. Salesforce on AI Agents: One Is Blocking Access, One Is Going Headless-First
SAP is blocking agent access to its products. Salesforce is going headless and MCP-open. Here's which bet wins in an agentic world.
How to Use Skill Systems to Build Autonomous Content Pipelines in Claude Code
Chain modular Claude Code skills into autonomous pipelines: research, script, create, repurpose, and post content without manual intervention at each step.
How to Add Speaker Diarization and Word-Level Timestamps to Your AI Workflows
Use IBM Granite Speech 4.1 Plus to add speaker attribution and word-level timestamps to transcription workflows. Better than Whisper X for many use cases.
The Tool-Agnostic Directory: Why Your AI Project Folder Should Outlive Any Single Tool
OpenClaw, Hermes, Codeex, and Claude Code can all run on the same folder. Here's why building tool-agnostic directories is the key principle.